Test Data Architect

Published date: April 15, 2024, Version: 1.0

Overview:

The role of a Test Data Architect requires strong technical skills in areas such as database management systems (e.g., SQL), scripting languages (e.g., Python), data anonymization techniques, knowledge of relevant regulations (e.g., GDPR), familiarity with testing methodologies (e.g., Agile), and understanding of infrastructure configurations for test environments. Additionally, they need excellent analytical thinking abilities, problem-solving skills, attention to detail, and effective communication skills to collaborate with cross-functional teams successfully.

Test Data Architect  Skills

Primary Responsibilities:

  • Define Organizational Strategy / Policy covering Test Data Archival, Data Refresh, Data Sub-Setting, Data Generation, Data Masking etc.

  • Work with key stakeholders for TDM process enhancement / refinement.

  • Review Data Strategy for Large, Complex Programs.

  • Define Enterprise Test Data Tool Strategy.

  • Create Test Data Delivery plan as per Test Data Requirements, Release Plan & Environment Availability.

  • TDM Risk Management.

  • Test Data Governance & Monitoring.

  • Translate Business Requirements into Data Requirements

  • Design and deploy Test Data as per the specifications into the QA environment.

  • Liaise with the Development and Environment teams as and when required.

 

 

Secondary Responsibilities:

  • Create Test Data mapping against Test Data requests.

  • Review Test data mapping sheet with TDR for coverage.

  • Prepare detailed estimates for Test Data Provisioning.

  • Customize and use  available TDM utilities/assets as applicable.

  • Participate in Defect Triaging for Test Data related issues.

  • Timely escalation to QA leadership.

Technical Skills :

  • Hands on experience in Informatica tool, ORACLE and SQL database with good hold on ETL processes.

  • Develop customized SQL/Utility for data checks used post data provisioning.

  • Tool Installation and configuration.

  • Setup the Triage call with respective teams to fix the test data issue at the earliest.

  • Work on TDM related root cause analysis once the issue is resolved and identify the action item to avoid that issue in future.

 

  • Soft Skills:

    Attention to detail and prioritization of test data issues.

  • Effective communication and collaboration with Agile teams and stakeholders.

  • Empathy and understanding of user needs.

  • Problem-solving abilities to address TDM challenges.

  • Continuous learning to keep up with evolving TDM practices and technologies.